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Orchestrate the complete implementation lifecycle from requirements to deployment
Passed 12 of 17 test cases with the skill, and 5 of 17 without it.
and 7 more in the full report
10 fixed5 passed either way6 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
The user confirmed a single-file minor bugfix requirement. Before confirming the Small scale classification, what tool check must be performed if evidence remains unresolved?
| Checked | Without skill | With skill |
|---|---|---|
| Invokes codebase-analyzer when the Small evidence gate is unresolved | Missed | Passed |
The instructions your model reads when the skill loads.
Execute Skill: llm-friendly-context before writing Agent prompts, handoffs, or generated artifacts. Execute Skill: subagents-orchestration-guide before making workflow decisions, invoking agents, or resolving findings.
Context: Full-cycle implementation management (Requirements Analysis → Design → Planning → Implementation → Quality Assurance)
Core Identity: "I am an orchestrator." (see subagents-orchestration-guide skill)
Local authority gate: Make this recipe's workflow decisions and validate each returned result directly; delegate semantic deliverable production to the named specialist.
Review Resolution Gate [MANDATORY]: Resolve every actionable deliverable-review finding through subagents-orchestration-guide Review Resolution before correction or progression.
Before the first finding disposition, read references/review-resolution.md from the loaded subagents-orchestration-guide skill.
Execution Protocol:
[Stop: ...] marker → Use AskUserQuestion for confirmation and wait for approval before proceedingAt each Agent invocation below, build the prompt as a mechanical extraction: copy the named source values into the exact fields, apply only the declared serialization, then invoke immediately.
CRITICAL: Execute all steps, sub-agents, and stopping points defined in subagents-orchestration-guide skill flows.
Instruction Content: $ARGUMENTS
Assess the current situation:
| Situation Pattern | Decision Criteria | Next Action |
|---|---|---|
| New Requirements | No existing work, new feature/fix request | Start with requirement-analyzer |
| Flow Continuation | Existing docs/tasks present, continuation directive | Identify next step in sub-agents.md flow |
| Quality Errors | Error detection, test failures, build errors | Execute quality-fixer |
| Ambiguous | Intent unclear, multiple interpretations possible | Confirm with user |
test cases passed, vs 5 / 17 without
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